Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "136"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 136 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 110 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 108 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 136, Node N12:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459927 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.835863 0.704598 6.737472 4.369519 1.761401 23.887837 0.547488 1.466220 0.4606 0.5488 0.3356 nan nan
2459926 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.445869 0.474514 4.555622 1.497667 8.732438 6.819855 3.333313 1.612466 0.7186 0.7826 0.2202 nan nan
2459925 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.297308 -0.875853 5.759523 2.275130 34.183165 26.016038 5.888725 2.688364 0.6620 0.6954 0.2602 nan nan
2459924 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.394644 0.524387 6.924178 3.525954 8.762571 8.912175 1.846728 5.379073 0.5485 0.6407 0.3836 nan nan
2459923 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.679941 -0.117410 4.030465 1.576563 24.156820 14.799312 4.932560 1.236099 0.6408 0.6930 0.3491 nan nan
2459922 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.190565 -0.063060 2.415712 0.561099 24.714542 13.165668 0.731370 0.201202 0.5939 0.6550 0.4047 nan nan
2459921 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459920 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.146440 -0.461856 4.673378 2.409855 7.019616 9.408631 0.941148 1.299509 0.5352 0.6340 0.4216 nan nan
2459919 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.655051 -0.351691 6.019331 3.923896 5.607790 3.950171 0.518283 0.146014 0.5079 0.6156 0.3935 nan nan
2459918 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.431893 -0.183587 5.894359 3.479862 11.590207 19.342587 0.237245 -0.159023 0.5327 0.6330 0.4007 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.018925 -0.063119 5.169208 2.308392 20.745316 26.966768 0.531766 -0.092406 0.5959 0.6849 0.4636 nan nan
2459916 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.732761 -0.129442 6.186146 4.253111 11.591772 24.217054 1.090142 0.703387 0.5247 0.6251 0.4004 nan nan
2459915 digital_ok 100.00% 23.08% 23.08% 0.00% - - 2.712980 0.211791 4.572419 2.091486 26.547186 22.796700 3.125598 0.948100 0.5157 0.5454 0.2938 nan nan
2459914 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.769898 0.211075 6.275919 2.628865 13.959956 13.547023 4.258733 2.263490 0.6376 0.7047 0.3209 nan nan
2459913 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.197949 0.149210 3.424122 1.406770 21.965657 17.618633 3.709028 0.613463 0.6174 0.6531 0.4008 nan nan
2459912 digital_ok 100.00% 84.00% 83.95% 0.00% - - 5.776599 -0.284130 6.747687 3.420808 13.594767 20.530632 0.597545 0.842007 0.0934 0.1272 0.0651 nan nan
2459911 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.206162 0.088504 7.628725 4.567252 10.491255 24.114017 -0.164123 -0.386237 0.3661 0.6123 0.4443 nan nan
2459910 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.605703 0.311967 7.674965 4.946370 10.815098 26.020123 -0.206596 -0.454202 0.3605 0.6056 0.4362 nan nan
2459909 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.867848 0.116976 7.427841 4.773888 9.033749 18.981811 0.245798 -0.193866 0.3647 0.6070 0.4370 nan nan
2459908 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459907 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.991064 0.334161 7.588396 5.086856 10.967960 25.587964 0.205361 0.280039 0.3761 0.6067 0.4272 nan nan
2459906 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.554196 0.421368 7.790861 4.815874 11.833167 20.016981 0.235579 0.735351 0.4015 0.6131 0.4294 nan nan
2459905 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.090853 -0.120737 7.101021 3.726562 19.730862 34.304258 -0.007245 0.096543 0.4227 0.6057 0.4414 nan nan
2459904 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.478841 -0.017095 8.009149 4.662733 12.407568 19.081068 0.653801 1.139930 0.4126 0.5989 0.4354 nan nan
2459903 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.884157 0.642177 8.463977 6.066612 9.291472 21.085223 0.967097 1.000143 0.3447 0.5677 0.4264 nan nan
2459902 digital_ok 100.00% 0.00% 0.00% 0.00% - - 7.090591 0.284722 8.508412 5.333959 13.049629 23.972832 0.283089 -0.060817 0.4008 0.5901 0.4247 nan nan
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.674550 0.169298 7.342972 4.615676 13.776411 25.095467 0.454080 0.771939 0.4510 0.6126 0.4134 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.021306 -0.546012 7.414029 4.303260 16.463483 25.678651 0.124977 0.880005 0.4169 0.5810 0.3616 nan nan
2459898 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.391565 -0.240414 6.983955 4.618353 15.739827 32.162330 1.265477 2.748725 0.4696 0.6106 0.4098 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.261036 0.047771 6.908707 4.762860 12.310134 20.419342 0.450055 0.862083 0.4688 0.6020 0.4125 nan nan
2459896 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.466653 0.123467 7.328893 5.468482 13.859094 33.551469 0.018068 -0.129383 0.4572 0.5877 0.4037 nan nan
2459895 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.693108 -0.221556 7.451027 3.725601 14.762803 19.209046 3.694076 4.301343 0.6585 0.7074 0.2955 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.280598 0.045094 4.946302 2.771815 16.107421 20.599741 0.364056 -0.006755 0.5471 0.6226 0.3984 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.377764 1.013350 6.425083 4.694246 12.959047 16.413488 0.426812 0.762648 0.5021 0.6065 0.3914 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.182728 1.798537 7.212955 5.453666 19.558711 32.424469 0.210003 0.344427 0.5267 0.6032 0.3715 nan nan
2459891 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.314380 -0.254260 5.859873 4.571560 22.694030 30.772920 0.454483 0.856124 0.5594 0.6240 0.3860 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.932355 0.345017 5.029969 3.050881 15.701300 17.336315 -0.196256 4.202472 0.5978 0.6371 0.3824 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.311993 -0.132364 3.243969 2.666567 22.142887 24.824673 0.349289 0.644521 0.6114 0.6450 0.3815 nan nan
2459888 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.431028 -0.330539 3.011268 2.852606 12.198462 17.418505 1.288436 0.764106 0.6404 0.6699 0.3756 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.633937 0.049465 2.126909 2.058250 4.705733 7.677156 0.033381 -0.024587 0.6286 0.6528 0.3878 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.463625 -0.079075 1.262637 1.959156 18.118595 2.769153 2.762561 2.441900 0.7091 0.7070 0.3319 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.750963 0.997057 1.615547 2.597493 3.398182 5.050199 2.846321 1.400776 0.6643 0.6813 0.3670 nan nan
2459884 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.529990 0.108367 0.251386 0.839988 1.212305 5.097687 -0.234656 -0.127318 0.6374 0.6582 0.3894 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.761143 1.175516 1.350926 3.129334 1.887939 5.752716 1.170594 2.141776 0.6310 0.6586 0.3925 nan nan
2459882 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459881 digital_ok 0.00% 0.00% 0.00% 0.00% - - 3.963286 0.899149 0.881254 1.692009 -0.014177 0.338099 0.105323 -0.370026 0.6846 0.7128 0.3290 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.146364 1.317244 1.215459 2.342071 0.595671 4.229366 -0.086381 -0.203100 0.6317 0.6601 0.3947 nan nan
2459879 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.218057 0.306687 0.295130 1.076804 -0.180510 5.705074 0.471954 0.690457 0.6078 0.6446 0.4210 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.634783 1.160154 1.095211 2.806271 0.641448 6.903180 1.144968 1.228801 0.6219 0.6593 0.4043 nan nan
2459876 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.287483 1.086851 0.651204 0.844445 -0.018635 0.997597 0.287508 -0.247896 0.6732 0.6938 0.3883 nan nan
2459874 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.511234 2.406937 -0.199735 0.497565 0.125315 0.541470 0.579062 -0.072855 0.6582 0.6549 0.3759 nan nan
2459873 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 6.732868 1.280950 0.195404 0.616902 0.225997 0.229472 0.138736 -0.369749 0.6608 0.6545 0.3792 nan nan
2459872 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.727092 1.064171 0.094460 0.336431 1.346600 -0.230975 0.235489 -0.629970 0.6508 0.6497 0.3874 nan nan
2459871 digital_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.943553 0.730292 0.232852 0.020984 0.303565 -0.651746 -0.220266 -0.834806 0.6659 0.6566 0.3786 nan nan
2459870 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 8.183372 2.336921 0.142516 0.973025 0.769506 5.055494 1.318736 1.309479 0.6620 0.6603 0.3910 nan nan
2459869 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 7.407884 1.331837 0.082849 0.605332 0.864779 5.093526 1.463177 1.831253 0.6684 0.6798 0.3863 nan nan
2459868 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.567589 2.524923 0.510359 0.410526 0.357332 -0.778060 0.504281 -0.499000 0.6452 0.6461 0.4096 nan nan
2459867 digital_maintenance 0.00% 0.00% 0.00% 0.00% - - 3.733381 1.064299 0.012755 0.477000 -0.135292 -0.400566 0.302737 -0.292326 0.6664 0.6584 0.3997 nan nan
2459866 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 4.893644 1.562910 0.134007 0.751405 0.360035 0.542015 0.758448 0.033687 0.6672 0.6606 0.3923 nan nan
2459865 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.880729 2.833421 5.238229 0.665646 1.219615 -0.573309 2.004031 0.185005 0.6836 0.6777 0.3618 nan nan
2459864 digital_maintenance 100.00% 0.00% 0.00% 0.00% - - 5.437217 2.125374 -1.164793 -0.197193 0.052317 -0.213747 0.976143 0.702420 0.6607 0.6561 0.4136 nan nan
2459863 digital_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.252428 1.167315 -0.263950 -0.573517 -0.368691 -0.214891 0.120984 -0.584673 0.6560 0.6469 0.4012 nan nan
2459862 digital_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.773588 0.707308 -1.299444 0.261415 0.057272 -0.631547 -0.189422 -0.568278 0.6425 0.6758 0.4128 nan nan
2459861 digital_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.808587 0.569648 -0.230573 -0.322152 -0.520528 0.492803 0.164409 -0.123289 0.6703 0.6529 0.4187 nan nan
2459860 digital_maintenance 0.00% 0.00% 0.00% 0.00% - - 2.483103 0.705796 -0.941973 0.303534 0.420761 -0.354348 -0.022967 0.121803 0.6761 0.6552 0.4179 nan nan
2459859 digital_maintenance 0.00% 0.00% 0.00% 0.00% - - 1.261302 0.321750 -0.308369 -0.428202 -0.000313 1.370484 -0.098389 0.522024 0.6858 0.6651 0.4091 nan nan
2459858 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.806987 0.346233 -0.308136 -0.456470 -0.187891 3.555760 0.002162 0.421551 0.6931 0.6691 0.4223 3.163181 2.830916
2459857 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.398054 -0.079792 -0.445281 -0.744823 1.138056 3.948331 1.865114 1.107982 0.0257 0.0255 0.0005 nan nan
2459856 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.333810 1.518111 -0.628312 -0.042581 -0.448988 5.814094 -0.288018 0.822462 0.6834 0.6842 0.4053 3.737310 3.176669
2459855 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.162793 2.013903 -0.814801 0.082295 -0.703894 3.157753 0.011204 0.270022 0.6612 0.7028 0.4345 3.628490 2.845263
2459854 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.812657 1.817414 1.268206 0.655579 -0.539172 1.359375 0.380698 0.792855 0.6723 0.7176 0.4327 3.262458 2.581743
2459853 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.237291 0.676050 1.783440 0.849337 -0.410167 2.042087 -0.182366 0.637151 0.7015 0.6692 0.4273 3.541321 2.901571
2459852 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.006683 -0.492683 1.748934 0.256887 -0.425822 -0.673094 2.043941 0.663250 0.7917 0.8142 0.2551 6.598890 6.519612
2459851 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.869637 0.662614 1.791942 0.709968 1.707830 1.333587 1.717404 0.946225 0.7136 0.7105 0.3544 0.000000 0.000000
2459850 digital_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.658041 0.976136 1.456436 1.026368 0.360843 1.945968 0.897306 1.618528 0.7005 0.7336 0.3584 3.568910 2.785385
2459849 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 298.942282 298.443287 inf inf 5897.802468 5912.497878 12706.593294 12812.207598 nan nan nan 0.000000 0.000000
2459848 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.092177 11.317536 -0.757099 0.048058 0.520903 1.739140 0.405137 3.453133 0.6883 0.7178 0.3708 4.462580 4.026484
2459847 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.046301 12.749246 -0.568168 0.088545 -0.395212 0.999685 0.028595 1.801243 0.7004 0.6399 0.4249 9.547359 6.438291
2459845 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.624866 13.580232 -0.487421 1.332015 0.091568 2.528913 0.871439 3.149206 0.6951 0.7026 0.3819 0.000000 0.000000
2459844 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.969195 0.091423 1.616548 1.355571 0.843759 -0.662092 0.107376 -0.707983 0.0252 0.0249 0.0005 nan nan
2459843 digital_maintenance 100.00% 1.20% 0.66% 0.00% 100.00% 0.00% 1.852069 14.624777 -1.091660 -0.442653 -0.167163 0.908416 3.572371 5.006900 0.7148 0.7082 0.3863 3.351015 2.678784
2459842 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.401745 6.930053 0.046964 0.396890 0.912348 0.107302 0.806644 1.757287 0.7270 0.6083 0.3148 5.913644 5.082832
2459841 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.094303 -0.855900 0.241596 0.204507 0.312880 -0.683287 0.037173 -0.772949 0.0254 0.0247 0.0007 nan nan
2459840 digital_maintenance 100.00% 100.00% 100.00% 0.00% - - 153.214480 259.911916 76.528393 113.227711 840.841664 3178.525593 1614.807083 4151.019620 0.0175 0.0163 0.0008 nan nan
2459839 digital_maintenance 100.00% - - - - - 30.877719 86.070126 139.886957 301.849628 237.392769 953.845917 1342.058926 6700.891607 nan nan nan nan nan
2459838 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.636118 14.075138 -0.827150 -0.103612 -0.070623 2.510712 0.729136 1.303189 0.6614 0.6122 0.3846 2.967557 2.400595
2459836 digital_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0356 0.0333 0.0008 nan nan
2459835 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.186248 0.021635 -0.086769 0.179485 1.434843 -0.201349 0.526553 -0.149968 0.0379 0.0349 0.0008 nan nan
2459833 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.433950 0.001426 -1.114781 -1.145335 0.553218 0.090258 0.628404 -0.451813 0.0337 0.0307 0.0003 nan nan
2459832 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.151939 16.872246 -1.007059 -0.315165 1.460985 0.892365 1.867770 1.748974 0.7390 0.4448 0.5286 4.367098 3.341337
2459831 digital_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.218042 1.753392 2.350121 1.323464 -0.231310 -0.320767 0.248122 -0.687079 0.0361 0.0295 0.0009 nan nan
2459830 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.487944 16.545935 -0.934247 0.019317 4.435210 2.327573 2.695825 4.572398 0.7418 0.4699 0.5076 6.835005 4.986926
2459829 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.747786 19.169866 -0.754372 0.230828 1.444136 1.176032 4.516228 8.554994 0.6826 0.5911 0.3833 7.580894 6.562743
2459828 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.561295 13.643911 -0.718988 0.122365 4.073436 3.042441 0.824527 9.192209 0.7352 0.4712 0.4915 6.936564 3.127677
2459827 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.664023 15.857815 -0.719259 0.835821 0.649340 1.093470 1.068631 3.411155 0.0776 0.0921 0.0130 1.224320 1.225424
2459826 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.291779 13.907137 -0.477459 0.807481 4.030179 2.736778 2.278397 3.467288 0.0806 0.0931 0.0216 0.936606 0.951268
2459825 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.674562 14.124581 -0.826665 0.033247 2.434065 1.786312 -0.141965 0.909284 0.0768 0.0888 0.0175 1.203462 1.204815
2459824 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.852806 13.588863 -0.649648 -0.044020 0.167552 2.216055 1.840824 2.527340 0.0757 0.0947 0.0101 1.211673 1.207688
2459823 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.491461 13.598112 0.115597 1.298589 2.253763 1.144681 4.449578 4.015504 0.0791 0.0866 0.0179 1.348030 1.339413
2459822 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.812003 12.845377 -0.339645 0.791994 2.952003 1.326112 0.951614 2.887273 0.0915 0.0893 0.0231 1.251889 1.247104
2459821 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 3.355366 13.650969 -0.534515 0.938458 1.905641 1.329226 0.884991 3.076511 0.0575 0.0592 0.0078 1.239999 1.236833
2459820 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.757208 18.969560 -0.726130 0.824528 4.309153 2.362258 2.866155 5.465080 0.0798 0.0882 0.0148 1.247847 1.246746
2459817 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.076935 14.303650 -0.554209 0.624096 1.256704 1.373437 -0.164990 0.641000 0.0971 0.0921 0.0210 1.208640 1.205466
2459816 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.142140 11.015356 -0.948001 0.089899 1.840895 1.477814 0.956478 1.718839 0.8412 0.5469 0.5948 5.183418 4.056720
2459815 digital_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.516931 11.230132 -0.697190 0.256519 2.423366 3.337942 2.460718 3.709576 0.7976 0.6404 0.5106 6.349600 5.789601
2459814 digital_maintenance 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 136: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 23.887837 0.704598 2.835863 4.369519 6.737472 23.887837 1.761401 1.466220 0.547488

Antenna 136: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Temporal Variability 8.732438 0.474514 1.445869 1.497667 4.555622 6.819855 8.732438 1.612466 3.333313

Antenna 136: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Temporal Variability 34.183165 0.297308 -0.875853 5.759523 2.275130 34.183165 26.016038 5.888725 2.688364

Antenna 136: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 8.912175 2.394644 0.524387 6.924178 3.525954 8.762571 8.912175 1.846728 5.379073

Antenna 136: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Temporal Variability 24.156820 -0.117410 1.679941 1.576563 4.030465 14.799312 24.156820 1.236099 4.932560

Antenna 136: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Temporal Variability 24.714542 -0.063060 2.190565 0.561099 2.415712 13.165668 24.714542 0.201202 0.731370

Antenna 136: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 136: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 9.408631 -0.461856 3.146440 2.409855 4.673378 9.408631 7.019616 1.299509 0.941148

Antenna 136: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Power 6.019331 3.655051 -0.351691 6.019331 3.923896 5.607790 3.950171 0.518283 0.146014

Antenna 136: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 19.342587 -0.183587 4.431893 3.479862 5.894359 19.342587 11.590207 -0.159023 0.237245

Antenna 136: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 26.966768 -0.063119 3.018925 2.308392 5.169208 26.966768 20.745316 -0.092406 0.531766

Antenna 136: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 24.217054 3.732761 -0.129442 6.186146 4.253111 11.591772 24.217054 1.090142 0.703387

Antenna 136: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Temporal Variability 26.547186 2.712980 0.211791 4.572419 2.091486 26.547186 22.796700 3.125598 0.948100

Antenna 136: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Temporal Variability 13.959956 2.769898 0.211075 6.275919 2.628865 13.959956 13.547023 4.258733 2.263490

Antenna 136: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Temporal Variability 21.965657 0.149210 3.197949 1.406770 3.424122 17.618633 21.965657 0.613463 3.709028

Antenna 136: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 20.530632 -0.284130 5.776599 3.420808 6.747687 20.530632 13.594767 0.842007 0.597545

Antenna 136: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 24.114017 0.088504 6.206162 4.567252 7.628725 24.114017 10.491255 -0.386237 -0.164123

Antenna 136: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 26.020123 0.311967 6.605703 4.946370 7.674965 26.020123 10.815098 -0.454202 -0.206596

Antenna 136: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 18.981811 0.116976 6.867848 4.773888 7.427841 18.981811 9.033749 -0.193866 0.245798

Antenna 136: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 136: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 25.587964 0.334161 6.991064 5.086856 7.588396 25.587964 10.967960 0.280039 0.205361

Antenna 136: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 20.016981 0.421368 6.554196 4.815874 7.790861 20.016981 11.833167 0.735351 0.235579

Antenna 136: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 34.304258 -0.120737 5.090853 3.726562 7.101021 34.304258 19.730862 0.096543 -0.007245

Antenna 136: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 19.081068 -0.017095 5.478841 4.662733 8.009149 19.081068 12.407568 1.139930 0.653801

Antenna 136: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 21.085223 0.642177 6.884157 6.066612 8.463977 21.085223 9.291472 1.000143 0.967097

Antenna 136: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 23.972832 7.090591 0.284722 8.508412 5.333959 13.049629 23.972832 0.283089 -0.060817

Antenna 136: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 25.095467 6.674550 0.169298 7.342972 4.615676 13.776411 25.095467 0.454080 0.771939

Antenna 136: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 25.678651 5.021306 -0.546012 7.414029 4.303260 16.463483 25.678651 0.124977 0.880005

Antenna 136: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 32.162330 -0.240414 4.391565 4.618353 6.983955 32.162330 15.739827 2.748725 1.265477

Antenna 136: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 20.419342 0.047771 4.261036 4.762860 6.908707 20.419342 12.310134 0.862083 0.450055

Antenna 136: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 33.551469 0.123467 4.466653 5.468482 7.328893 33.551469 13.859094 -0.129383 0.018068

Antenna 136: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 19.209046 2.693108 -0.221556 7.451027 3.725601 14.762803 19.209046 3.694076 4.301343

Antenna 136: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 20.599741 0.045094 3.280598 2.771815 4.946302 20.599741 16.107421 -0.006755 0.364056

Antenna 136: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 16.413488 4.377764 1.013350 6.425083 4.694246 12.959047 16.413488 0.426812 0.762648

Antenna 136: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 32.424469 1.798537 4.182728 5.453666 7.212955 32.424469 19.558711 0.344427 0.210003

Antenna 136: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 30.772920 2.314380 -0.254260 5.859873 4.571560 22.694030 30.772920 0.454483 0.856124

Antenna 136: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 17.336315 0.345017 1.932355 3.050881 5.029969 17.336315 15.701300 4.202472 -0.196256

Antenna 136: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 24.824673 2.311993 -0.132364 3.243969 2.666567 22.142887 24.824673 0.349289 0.644521

Antenna 136: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 17.418505 -0.330539 1.431028 2.852606 3.011268 17.418505 12.198462 0.764106 1.288436

Antenna 136: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 7.677156 0.049465 1.633937 2.058250 2.126909 7.677156 4.705733 -0.024587 0.033381

Antenna 136: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Temporal Variability 18.118595 1.463625 -0.079075 1.262637 1.959156 18.118595 2.769153 2.762561 2.441900

Antenna 136: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Shape 5.750963 0.997057 5.750963 2.597493 1.615547 5.050199 3.398182 1.400776 2.846321

Antenna 136: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 5.097687 0.108367 2.529990 0.839988 0.251386 5.097687 1.212305 -0.127318 -0.234656

Antenna 136: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Shape 5.761143 1.175516 5.761143 3.129334 1.350926 5.752716 1.887939 2.141776 1.170594

Antenna 136: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 136: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Shape 3.963286 0.899149 3.963286 1.692009 0.881254 0.338099 -0.014177 -0.370026 0.105323

Antenna 136: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Shape 6.146364 1.317244 6.146364 2.342071 1.215459 4.229366 0.595671 -0.203100 -0.086381

Antenna 136: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 5.705074 0.306687 2.218057 1.076804 0.295130 5.705074 -0.180510 0.690457 0.471954

Antenna 136: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_ok nn Temporal Variability 6.903180 1.160154 5.634783 2.806271 1.095211 6.903180 0.641448 1.228801 1.144968

Antenna 136: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 136: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_ok ee Shape 5.287483 5.287483 1.086851 0.651204 0.844445 -0.018635 0.997597 0.287508 -0.247896

Antenna 136: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 7.511234 7.511234 2.406937 -0.199735 0.497565 0.125315 0.541470 0.579062 -0.072855

Antenna 136: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 6.732868 6.732868 1.280950 0.195404 0.616902 0.225997 0.229472 0.138736 -0.369749

Antenna 136: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 5.727092 1.064171 5.727092 0.336431 0.094460 -0.230975 1.346600 -0.629970 0.235489

Antenna 136: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 3.943553 0.730292 3.943553 0.020984 0.232852 -0.651746 0.303565 -0.834806 -0.220266

Antenna 136: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 8.183372 8.183372 2.336921 0.142516 0.973025 0.769506 5.055494 1.318736 1.309479

Antenna 136: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 7.407884 7.407884 1.331837 0.082849 0.605332 0.864779 5.093526 1.463177 1.831253

Antenna 136: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 5.567589 5.567589 2.524923 0.510359 0.410526 0.357332 -0.778060 0.504281 -0.499000

Antenna 136: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 3.733381 3.733381 1.064299 0.012755 0.477000 -0.135292 -0.400566 0.302737 -0.292326

Antenna 136: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 4.893644 1.562910 4.893644 0.751405 0.134007 0.542015 0.360035 0.033687 0.758448

Antenna 136: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 5.880729 5.880729 2.833421 5.238229 0.665646 1.219615 -0.573309 2.004031 0.185005

Antenna 136: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 5.437217 2.125374 5.437217 -0.197193 -1.164793 -0.213747 0.052317 0.702420 0.976143

Antenna 136: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 2.252428 2.252428 1.167315 -0.263950 -0.573517 -0.368691 -0.214891 0.120984 -0.584673

Antenna 136: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 2.773588 2.773588 0.707308 -1.299444 0.261415 0.057272 -0.631547 -0.189422 -0.568278

Antenna 136: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 1.808587 0.569648 1.808587 -0.322152 -0.230573 0.492803 -0.520528 -0.123289 0.164409

Antenna 136: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 2.483103 2.483103 0.705796 -0.941973 0.303534 0.420761 -0.354348 -0.022967 0.121803

Antenna 136: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Temporal Variability 1.370484 1.261302 0.321750 -0.308369 -0.428202 -0.000313 1.370484 -0.098389 0.522024

Antenna 136: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Temporal Variability 3.555760 0.346233 1.806987 -0.456470 -0.308136 3.555760 -0.187891 0.421551 0.002162

Antenna 136: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Temporal Variability 3.948331 -0.079792 -0.398054 -0.744823 -0.445281 3.948331 1.138056 1.107982 1.865114

Antenna 136: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Temporal Variability 5.814094 4.333810 1.518111 -0.628312 -0.042581 -0.448988 5.814094 -0.288018 0.822462

Antenna 136: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 6.162793 2.013903 6.162793 0.082295 -0.814801 3.157753 -0.703894 0.270022 0.011204

Antenna 136: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 5.812657 1.817414 5.812657 0.655579 1.268206 1.359375 -0.539172 0.792855 0.380698

Antenna 136: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 3.237291 0.676050 3.237291 0.849337 1.783440 2.042087 -0.410167 0.637151 -0.182366

Antenna 136: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Temporal Discontinuties 2.043941 -0.006683 -0.492683 1.748934 0.256887 -0.425822 -0.673094 2.043941 0.663250

Antenna 136: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 2.869637 2.869637 0.662614 1.791942 0.709968 1.707830 1.333587 1.717404 0.946225

Antenna 136: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Shape 3.658041 3.658041 0.976136 1.456436 1.026368 0.360843 1.945968 0.897306 1.618528

Antenna 136: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Power inf 298.942282 298.443287 inf inf 5897.802468 5912.497878 12706.593294 12812.207598

Antenna 136: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 11.317536 11.317536 1.092177 0.048058 -0.757099 1.739140 0.520903 3.453133 0.405137

Antenna 136: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 12.749246 12.749246 1.046301 0.088545 -0.568168 0.999685 -0.395212 1.801243 0.028595

Antenna 136: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 13.580232 13.580232 1.624866 1.332015 -0.487421 2.528913 0.091568 3.149206 0.871439

Antenna 136: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Power 1.616548 0.969195 0.091423 1.616548 1.355571 0.843759 -0.662092 0.107376 -0.707983

Antenna 136: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 14.624777 14.624777 1.852069 -0.442653 -1.091660 0.908416 -0.167163 5.006900 3.572371

Antenna 136: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 6.930053 -0.401745 6.930053 0.046964 0.396890 0.912348 0.107302 0.806644 1.757287

Antenna 136: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Temporal Variability 0.312880 -0.094303 -0.855900 0.241596 0.204507 0.312880 -0.683287 0.037173 -0.772949

Antenna 136: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Temporal Discontinuties 4151.019620 153.214480 259.911916 76.528393 113.227711 840.841664 3178.525593 1614.807083 4151.019620

Antenna 136: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Temporal Discontinuties 6700.891607 86.070126 30.877719 301.849628 139.886957 953.845917 237.392769 6700.891607 1342.058926

Antenna 136: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 14.075138 14.075138 0.636118 -0.103612 -0.827150 2.510712 -0.070623 1.303189 0.729136

Antenna 136: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Temporal Variability 1.434843 0.021635 0.186248 0.179485 -0.086769 -0.201349 1.434843 -0.149968 0.526553

Antenna 136: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Temporal Discontinuties 0.628404 0.001426 -0.433950 -1.145335 -1.114781 0.090258 0.553218 -0.451813 0.628404

Antenna 136: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 16.872246 2.151939 16.872246 -1.007059 -0.315165 1.460985 0.892365 1.867770 1.748974

Antenna 136: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance ee Power 2.350121 1.218042 1.753392 2.350121 1.323464 -0.231310 -0.320767 0.248122 -0.687079

Antenna 136: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 16.545935 2.487944 16.545935 -0.934247 0.019317 4.435210 2.327573 2.695825 4.572398

Antenna 136: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 19.169866 19.169866 1.747786 0.230828 -0.754372 1.176032 1.444136 8.554994 4.516228

Antenna 136: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 13.643911 13.643911 2.561295 0.122365 -0.718988 3.042441 4.073436 9.192209 0.824527

Antenna 136: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 15.857815 1.664023 15.857815 -0.719259 0.835821 0.649340 1.093470 1.068631 3.411155

Antenna 136: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 13.907137 13.907137 2.291779 0.807481 -0.477459 2.736778 4.030179 3.467288 2.278397

Antenna 136: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 14.124581 14.124581 2.674562 0.033247 -0.826665 1.786312 2.434065 0.909284 -0.141965

Antenna 136: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 13.588863 0.852806 13.588863 -0.649648 -0.044020 0.167552 2.216055 1.840824 2.527340

Antenna 136: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 13.598112 13.598112 3.491461 1.298589 0.115597 1.144681 2.253763 4.015504 4.449578

Antenna 136: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
136 N12 digital_maintenance nn Shape 12.845377 2.812003 12.845377 -0.339645 0.791994 2.952003 1.326112 0.951614 2.887273
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